| --- |
| title: Lead.AI Customer Predictor |
| emoji: 🎯 |
| colorFrom: blue |
| colorTo: indigo |
| sdk: gradio |
| sdk_version: "4.0.0" |
| app_file: app.py |
| pinned: true |
| license: mit |
| --- |
| |
| # 🎯 Lead.AI Customer Predictor |
|
|
| **Know Which Customers Are About to Leave — Before They Do** |
|
|
| [](https://www.lead-ai.us) |
| [](https://github.com/Lead-AI-US/lead-ai-customer-predictor) |
| [](https://www.lead-ai.us) |
|
|
| --- |
|
|
| ## What This Does |
|
|
| The Lead.AI Customer Predictor analyzes customer behavior data and produces: |
|
|
| - **Churn Probability** — how likely this customer is to stop buying |
| - **Purchase Likelihood** — how likely this customer is to buy again soon |
| - **Customer Segment** — actionable label (High-Value, At-Risk, Stable, etc.) |
| - **Recommended Action** — what to do right now, in plain English |
|
|
| --- |
|
|
| ## Business Use Case |
|
|
| | Problem | Solution | |
| |---|---| |
| | You don't know who's about to leave | Churn score identifies at-risk customers weekly | |
| | Generic email blasts to everyone | Segmentation targets the right message to the right customer | |
| | Reactive customer service | Proactive outreach before the customer cancels | |
| | No data on purchase intent | Purchase likelihood score guides sales timing | |
|
|
| **Industries:** Subscription services, e-commerce, professional services, SaaS |
|
|
| --- |
|
|
| ## Customer Segments |
|
|
| | Segment | Meaning | Action | |
| |---|---|---| |
| | 🌟 High-Value Active | Low churn, high purchase intent | Upsell now | |
| | ✅ Stable Retained | Low churn, not currently buying | Nurture content | |
| | ⚡ At-Risk, Still Buying | Buying but about to leave | Send retention offer | |
| | 🚨 High Churn Risk | Disengaging, not buying | Personal win-back message | |
|
|
| --- |
|
|
| ## Get a Custom Deployment |
|
|
| > ⚠️ This demo runs on synthetic data. Your production system will be trained on your actual customer database. |
|
|
| **Need this customized for your business?** |
|
|
| 👉 **[Request a Custom Lead.AI Setup → www.lead-ai.us](https://www.lead-ai.us)** |
|
|
| --- |
|
|
| ## Buy the Starter Kit |
|
|
| 👉 **[Buy Lead.AI Customer Predictor Kit — $79](https://www.lead-ai.us)** |
|
|
| --- |
|
|
| | 🌐 [www.lead-ai.us](https://www.lead-ai.us) | 💻 [GitHub](https://github.com/Lead-AI-US/lead-ai-customer-predictor) | 📧 hello@lead-ai.us | |
|
|
